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A survey on machine learning approaches for automatic detection of voice disorders
The human voice production system is an intricate biological device capable of modulating
pitch and loudness. Inherent internal and/or external factors often damage the vocal folds …
pitch and loudness. Inherent internal and/or external factors often damage the vocal folds …
Trends in biomedical signal feature extraction
Signal analysis involves identifying signal behaviour, extracting linear and non-linear
properties, compression or expansion into higher or lower dimensions, and recognizing …
properties, compression or expansion into higher or lower dimensions, and recognizing …
A deep learning approach to cardiovascular disease classification using empirical mode decomposition for ECG feature extraction
Deep learning has achieved promising results on a broad spectrum of tasks using an end-to-
end approach, and domain-specific knowledge can be used to supplement it by either …
end approach, and domain-specific knowledge can be used to supplement it by either …
Analysis and detection of pathological voice using glottal source features
Automatic detection of voice pathology enables objective assessment and earlier
intervention for the diagnosis. This study provides a systematic analysis of glottal source …
intervention for the diagnosis. This study provides a systematic analysis of glottal source …
On the design of automatic voice condition analysis systems. Part I: Review of concepts and an insight to the state of the art
This is the first of a two-part series devoted to review the current state of the art of automatic
voice condition analysis systems. The goal of this paper is to provide to the scientific …
voice condition analysis systems. The goal of this paper is to provide to the scientific …
Empirical mode decomposition for adaptive AM-FM analysis of speech: A review
This work reviews the advancements in the non-conventional analysis of speech signals,
particularly from an AM-FM analysis point of view. The benefits of such an analysis, as …
particularly from an AM-FM analysis point of view. The benefits of such an analysis, as …
Pathological voice detection and binary classification using MPEG-7 audio features
G Muhammad, M Melhem - Biomedical Signal Processing and Control, 2014 - Elsevier
Objectives A pathological voice detection and classification method based on MPEG-7
audio low-level features is proposed in this paper. MPEG-7 features are originally used for …
audio low-level features is proposed in this paper. MPEG-7 features are originally used for …
Exploring the feasibility of smart phone microphone for measurement of acoustic voice parameters and voice pathology screening
V Uloza, E Padervinskis, A Vegiene… - European Archives of …, 2015 - Springer
The objective of this study is to evaluate the reliability of acoustic voice parameters obtained
using smart phone (SP) microphones and investigate the utility of use of SP voice recordings …
using smart phone (SP) microphones and investigate the utility of use of SP voice recordings …
Validation of the acoustic voice quality index in the Lithuanian language
Objectives The aim of the present study was to validate the Acoustic Voice Quality Index in
Lithuanian language (AVQI-LT) and investigate the feasibility and robustness of its …
Lithuanian language (AVQI-LT) and investigate the feasibility and robustness of its …
Cloud-based collaborative media service framework for healthcare
With the increasing growth of media cloud technologies, web service technologies, and
smartphones equipped sensors, a number of collaborative media services are being built for …
smartphones equipped sensors, a number of collaborative media services are being built for …